Allocation Variable-Based Probabilistic Algorithm to Deal with Label Switching Problem in Bayesian Mixture Models

The label switching problem occurs as a result of the nonidentifiability of posterior distribution over various permutations of component labels when using Bayesian approach to estimate parameters in mixture models. In the cases where the number of components is fixed and known, we propose a relabel...

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Detalles Bibliográficos
Autores principales: Pan, Jia-Chiun, Liu, Chih-Min, Hwu, Hai-Gwo, Huang, Guan-Hua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4601799/
https://www.ncbi.nlm.nih.gov/pubmed/26458185
http://dx.doi.org/10.1371/journal.pone.0138899

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4601799/
https://www.ncbi.nlm.nih.gov/pubmed/26458185
http://dx.doi.org/10.1371/journal.pone.0138899

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